updated docs

--HG--
extra : convert_revision : svn%3Afdd8eb12-d10e-0410-9acb-85c331704f74/trunk%403920

docs/docs/optimization.xml

@@ -34,6 +34,8 @@
          <item>find_max_single_variable</item> 
          <item>find_max_using_approximate_derivatives</item> 
          <item>find_max_bobyqa</item> 
+         <item>find_max_trust_region</item> 
+         <item>find_min_trust_region</item> 
       </section>
 
       <section>
@@ -54,6 +56,7 @@
          <item>poly_min_extrap</item> 
          <item>lagrange_poly_min_extrap</item> 
          <item>line_search</item> 
+         <item>solve_trust_region_subproblem</item> 
       </section>
 
     </top>  
@@ -312,6 +315,24 @@
 
    <!-- ************************************************************************* -->
 
+      <component>
+         <name>solve_trust_region_subproblem</name>
+         <file>dlib/optimization.h</file>
+         <spec_file link="true">dlib/optimization/optimization_trust_region_abstract.h</spec_file>
+         <description>
+             This function solves the following optimization problem:
+<pre>
+Minimize: f(p) == 0.5*trans(p)*B*p + trans(g)*p
+subject to the following constraint:
+   length(p) &lt;= radius
+</pre>
+
+         </description>
+                                 
+      </component>
+
+   <!-- ************************************************************************* -->
+      
       <component>
          <name>solve_qp_using_smo</name>
          <file>dlib/optimization.h</file>
@@ -446,6 +467,32 @@
                                  
       </component>
 
+   <!-- ************************************************************************* -->
+
+      <component>
+         <name>find_min_trust_region</name>
+         <file>dlib/optimization.h</file>
+         <spec_file link="true">dlib/optimization/optimization_trust_region_abstract.h</spec_file>
+         <description>
+             Performs an unconstrained minimization of a nonlinear function using 
+             a trust region method.
+         </description>
+                                 
+      </component>
+
+   <!-- ************************************************************************* -->
+      
+      <component>
+         <name>find_max_trust_region</name>
+         <file>dlib/optimization.h</file>
+         <spec_file link="true">dlib/optimization/optimization_trust_region_abstract.h</spec_file>
+         <description>
+             Performs an unconstrained maximization of a nonlinear function using 
+             a trust region method.
+         </description>
+                                 
+      </component>
+
    <!-- ************************************************************************* -->
       
       <component>

docs/docs/term_index.xml

@@ -39,6 +39,9 @@
          <term file="optimization.html" name="lagrange_poly_min_extrap"/>
          <term file="optimization.html" name="line_search"/>
          <term file="optimization.html" name="find_min"/>
+         <term file="optimization.html" name="find_min_trust_region"/>
+         <term file="optimization.html" name="find_max_trust_region"/>
+         <term file="optimization.html" name="solve_trust_region_subproblem"/>
          <term file="optimization.html" name="find_min_single_variable"/>
          <term file="optimization.html" name="find_min_using_approximate_derivatives"/>
          <term file="optimization.html" name="find_min_bobyqa"/>